{"id":"https://openalex.org/W3206209859","doi":"https://doi.org/10.1109/tvcg.2021.3119212","title":"Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in Tabular Calculations","display_name":"Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in Tabular Calculations","publication_year":2021,"publication_date":"2021-10-11","ids":{"openalex":"https://openalex.org/W3206209859","doi":"https://doi.org/10.1109/tvcg.2021.3119212","mag":"3206209859","pmid":"https://pubmed.ncbi.nlm.nih.gov/34633930"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2021.3119212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3119212","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077450520","display_name":"Vaishali Dhanoa","orcid":"https://orcid.org/0000-0002-0493-8616"},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Vaishali Dhanoa","raw_affiliation_strings":["Pro2Future GmbH, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-0493-8616","affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Linz, Austria","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091444900","display_name":"Conny Walchshofer","orcid":"https://orcid.org/0000-0003-3942-8445"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Conny Walchshofer","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-3942-8445","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066639486","display_name":"Andreas Hinterreiter","orcid":"https://orcid.org/0000-0003-4101-5180"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Hinterreiter","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-4101-5180","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110321988","display_name":"Eduard Gr\u00f6ller","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eduard Groller","raw_affiliation_strings":["TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-8569-4149","affiliations":[{"raw_affiliation_string":"TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042080340","display_name":"Marc Streit","orcid":"https://orcid.org/0000-0001-9186-2092"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marc Streit","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0001-9186-2092","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.292,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61031927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"2","first_page":"1463","last_page":"1477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8593662977218628},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7457361221313477},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6694475412368774},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6627504229545593},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.621180534362793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5311274528503418},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5059575438499451},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4959002435207367},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.46846503019332886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35535162687301636},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3486407995223999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28239384293556213},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16082754731178284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8593662977218628},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7457361221313477},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6694475412368774},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6627504229545593},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.621180534362793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5311274528503418},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5059575438499451},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4959002435207367},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.46846503019332886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35535162687301636},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3486407995223999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28239384293556213},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16082754731178284},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2021.3119212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3119212","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:34633930","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34633930","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4797166343","display_name":null,"funder_award_id":"881844","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"}],"funders":[{"id":"https://openalex.org/F4320321896","display_name":"Bundesministerium f\u00fcr Wissenschaft, Forschung und Wirtschaft","ror":"https://ror.org/02d229b24"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"},{"id":"https://openalex.org/F4320323033","display_name":"Bundesministerium f\u00fcr Verkehr, Innovation und Technologie","ror":"https://ror.org/04marky29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W300909183","https://openalex.org/W591743112","https://openalex.org/W1489484265","https://openalex.org/W1563645120","https://openalex.org/W1601042374","https://openalex.org/W1887249233","https://openalex.org/W1972641242","https://openalex.org/W1990419021","https://openalex.org/W1996986259","https://openalex.org/W1998241777","https://openalex.org/W2006845232","https://openalex.org/W2015011409","https://openalex.org/W2015637388","https://openalex.org/W2022114557","https://openalex.org/W2031455043","https://openalex.org/W2047503975","https://openalex.org/W2058582093","https://openalex.org/W2073800769","https://openalex.org/W2109911343","https://openalex.org/W2135415614","https://openalex.org/W2144705142","https://openalex.org/W2146266364","https://openalex.org/W2156204145","https://openalex.org/W2166365305","https://openalex.org/W2167861080","https://openalex.org/W2168073139","https://openalex.org/W2168267013","https://openalex.org/W2169917840","https://openalex.org/W2397221981","https://openalex.org/W2747878746","https://openalex.org/W2799246381","https://openalex.org/W2963910015","https://openalex.org/W2969788738","https://openalex.org/W2991426247","https://openalex.org/W3101359321","https://openalex.org/W3145503734","https://openalex.org/W3204781564","https://openalex.org/W4232345992","https://openalex.org/W4289373910","https://openalex.org/W4309066014","https://openalex.org/W6629197434","https://openalex.org/W6633900868","https://openalex.org/W6682424397"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W4247536566","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W1508895727","https://openalex.org/W4241418540","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":{"Spreadsheet-based":[0],"tools":[1],"provide":[2],"a":[3,33,41,71,81,87,93,138,146,185],"simple":[4,21],"yet":[5],"effective":[6],"way":[7],"of":[8,45,52,60,95,108,137,165,199],"calculating":[9],"values,":[10],"which":[11],"makes":[12],"them":[13],"the":[14,46,57,109,133,168,178],"number-one":[15],"choice":[16],"for":[17,23,167],"building":[18],"and":[19,26,39,63,91,103,122,127,135,154,163,170,177,204],"formalizing":[20],"models":[22,62],"budget":[24],"planning":[25],"many":[27],"other":[28],"applications.":[29],"A":[30],"cell":[31,88],"in":[32,80,197,208],"spreadsheet":[34,140],"holds":[35],"one":[36],"specific":[37],"value":[38],"gives":[40],"discrete,":[42],"overprecise":[43],"view":[44],"underlying":[47],"model.":[48],"Therefore,":[49],"spreadsheets":[50,196],"are":[51],"limited":[53],"use":[54],"when":[55],"investigating":[56],"inherent":[58],"uncertainties":[59],"such":[61,159],"answering":[64],"what-if":[65,143],"questions.":[66],"Existing":[67],"extensions":[68],"typically":[69],"require":[70],"complex":[72],"modeling":[73],"process":[74],"that":[75,191],"cannot":[76],"easily":[77],"be":[78],"embedded":[79],"tabular":[82],"layout.":[83],"In":[84],"Fuzzy":[85,150],"Spreadsheet,":[86],"can":[89],"hold":[90],"display":[92],"distribution":[94],"values.":[96],"This":[97],"integrated":[98],"uncertainty-handling":[99],"immediately":[100],"conveys":[101],"sensitivity":[102],"robustness":[104],"information.":[105],"The":[106,188],"fuzzification":[107],"cells":[110],"enables":[111],"calculations":[112],"not":[113],"only":[114],"with":[115,120],"precise":[116],"values":[117],"but":[118],"also":[119],"distributions,":[121],"probabilities.":[123],"We":[124],"conservatively":[125],"added":[126],"carefully":[128],"crafted":[129],"visuals":[130],"to":[131],"maintain":[132],"look":[134],"feel":[136],"traditional":[139,195],"while":[141],"facilitating":[142],"analyses.":[144],"Given":[145],"user-specified":[147],"reference":[148],"cell,":[149],"Spreadsheet":[151],"automatically":[152],"extracts":[153],"visualizes":[155],"contextually":[156],"relevant":[157],"information,":[158],"as":[160],"impact,":[161],"uncertainty,":[162],"degree":[164],"neighborhood,":[166],"selected":[169],"related":[171],"cells.":[172],"To":[173],"evaluate":[174],"its":[175],"usability":[176],"perceived":[179,205],"mental":[180,206],"effort":[181,207],"required,":[182],"we":[183],"conducted":[184],"user":[186],"study.":[187],"results":[189],"show":[190],"our":[192],"approach":[193],"outperforms":[194],"terms":[198],"answer":[200],"correctness,":[201],"response":[202],"time,":[203],"almost":[209],"all":[210],"tasks":[211],"tested.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
